Jefersson Alex dos Santos

53 papers B 3C 10Journal 17Unranked 22

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Facing the Void: Overcoming Missing Data in Multi-View Imagery. CoRR Gabriel L. S. Machado, Keiller Nogueira, Matheus Barros Pereira, Jefersson Alex dos Santos
2021	J	`jnl`	AiRound and CV-BrCT: Novel Multiview Datasets for Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Gabriel L. S. Machado, Edemir Ferreira, Keiller Nogueira, Hugo N. Oliveira, Matheus Brito, Pedro Henrique Targino Gama, Jefersson Alex dos Santos
2021	—	`conf`	ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation. SIBGRAPI Matheus Barros Pereira, Jefersson Alex dos Santos
2021	J	`jnl`	ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation. CoRR Matheus Barros Pereira, Jefersson Alex dos Santos
2021	—	`conf`	Machine Learning Bias in Computer Vision: Why do I have to care? SIBGRAPI Camila Laranjeira, Virgínia Fernandes Mota, Jefersson Alex dos Santos
2021	J	`jnl`	Semantic Segmentation of Tree-Canopy in Urban Environment with Pixel-Wise Deep Learning. Remote. Sens. José Augusto Correa Martins, Keiller Nogueira, Lucas Prado Osco, Felipe David Georges Gomes, Danielle Elis Garcia Furuya, Wesley Nunes Gonçalves, Diego André Sant'Ana, Ana Paula Marques Ramos, Veraldo Liesenberg, Jefersson Alex dos Santos, Paulo Tarso Sanches de Oliveira, José Marcato Junior
2020	J	`jnl`	An End-to-end Framework For Low-Resolution Remote Sensing Semantic Segmentation. CoRR Matheus Barros Pereira, Jefersson Alex dos Santos
2019	J	`jnl`	Dynamic Multicontext Segmentation of Remote Sensing Images Based on Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. Keiller Nogueira, Mauro Dalla Mura, Jocelyn Chanussot, William Robson Schwartz, Jefersson Alex dos Santos
2018	C	`conf`	A Comparative Study on Unsupervised Domain Adaptation for Coffee Crop Mapping. CIARP Edemir Ferreira, Hugo N. Oliveira, Mário Sérgio Alvim, Jefersson Alex dos Santos
2018	C	`conf`	Exploring Deep-Based Approaches for Semantic Segmentation of Mammographic Images. CIARP Hugo Neves de Oliveira, Claudio Saliba de Avelar, Alexei Manso Corrêa Machado, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos
2018	J	`jnl`	On the ensemble of multiscale object-based classifiers for aerial images: a comparative study. Multim. Tools Appl. Agnaldo Aparecido Esmael, Jefersson Alex dos Santos, Ricardo da Silva Torres
2017	—	`conf`	Data-Driven Flood Detection using Neural Networks. MediaEval Keiller Nogueira, Samuel G. Fadel, Ícaro C. Dourado, Rafael de Oliveira Werneck, Javier A. V. Muñoz, Otávio A. B. Penatti, Rodrigo Tripodi Calumby, Lin Li, Jefersson Alex dos Santos, Ricardo da Silva Torres
2016	—	`conf`	A Boosting-Based Approach for Remote Sensing Multimodal Image Classification. SIBGRAPI Edemir Ferreira de Andrade Jr., Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos
2016	—	`conf`	Information Theory-Based Detection of Noisy Bit Planes in Medical Images. SIBGRAPI Hugo Neves de Oliveira, Jefersson Alex dos Santos, Matheus C. de Melo, Thaís Gaudencio do Rêgo, Leonardo Vidal Batista
2016	—	`conf`	Learning to Combine Spectral Indices with Genetic Programming. SIBGRAPI Juan Felipe Hernandez Albarracin, Jefersson Alex dos Santos, Ricardo da Silva Torres
2016	J	`jnl`	Pointwise and pairwise clothing annotation: combining features from social media. Multim. Tools Appl. Keiller Nogueira, Adriano Alonso Veloso, Jefersson Alex dos Santos
2016	J	`jnl`	Towards Better Exploiting Convolutional Neural Networks for Remote Sensing Scene Classification. CoRR Keiller Nogueira, Otávio Augusto Bizetto Penatti, Jefersson Alex dos Santos
2015	C	`conf`	A Multiclass Approach for Land-Cover Mapping by Using Multiple Data Sensors. CIARP Edemir Ferreira de Andrade Jr., Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos
2015	C	`conf`	Coffee Crop Recognition Using Multi-scale Convolutional Neural Networks. CIARP Keiller Nogueira, William Robson Schwartz, Jefersson Alex dos Santos
2015	J	`jnl`	Deriving vegetation indices for phenology analysis using genetic programming. Ecol. Informatics Jurandy Almeida, Jefersson Alex dos Santos, Waner O. Miranda, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
2015	—	`conf`	Do deep features generalize from everyday objects to remote sensing and aerial scenes domains? CVPR Workshops Otávio Augusto Bizetto Penatti, Keiller Nogueira, Jefersson Alex dos Santos
2015	J	`jnl`	Efficient Unsupervised Band Selection Through Spectral Rhythms. IEEE J. Sel. Top. Signal Process. Lilian Chaves Brandao dos Santos, Silvio Jamil Ferzoli Guimarães, Jefersson Alex dos Santos
2015	—	`conf`	Improving Spatial Feature Representation from Aerial Scenes by Using Convolutional Networks. SIBGRAPI Keiller Nogueira, Waner O. Miranda, Jefersson Alex dos Santos
2015	—	`conf`	RECOD @ Placing Task of MediaEval 2015. MediaEval Lin Tzy Li, Javier A. V. Muñoz, Jurandy Almeida, Rodrigo Tripodi Calumby, Otávio Augusto Bizetto Penatti, Ícaro C. Dourado, Keiller Nogueira, Pedro Ribeiro Mendes Júnior, Luís A. M. Pereira, Daniel Carlos Guimarães Pedronette, Jefersson Alex dos Santos, Marcos André Gonçalves, Ricardo da Silva Torres
2014	J	`jnl`	A framework for selection and fusion of pattern classifiers in multimedia recognition. Pattern Recognit. Lett. Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres
2014	J	`jnl`	Applying machine learning based on multiscale classifiers to detect remote phenology patterns in Cerrado savanna trees. Ecol. Informatics Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Ricardo da Silva Torres, Leonor Patricia C. Morellato
2014	—	`conf`	Learning to Annotate Clothes in Everyday Photos: Multi-modal, Multi-label, Multi-instance Approach. SIBGRAPI Adriano Alonso Veloso, Jefersson Alex dos Santos, Keiller Nogueira
2014	B	`conf`	Learning to Rank Similar Apparel Styles with Economically-Efficient Rule-Based Active Learning. ICMR Mariane Moreira, Jefersson Alex dos Santos, Adriano Veloso
2014	J	`jnl`	Nature-Inspired Framework for Hyperspectral Band Selection. IEEE Trans. Geosci. Remote. Sens. Rodrigo Y. M. Nakamura, Leila Maria Garcia Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres, Xin-She Yang, João P. Papa
2014	—	`conf`	Phenological Event Detection by Visual Rhythms Dissimilarity Analysis. eScience Lilian Chaves Brandao dos Santos, Jurandy Almeida, Jefersson Alex dos Santos, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Bruna Alberton, Leonor Patricia Cerdeira Morellato, Ricardo da Silva Torres
2014	—	`conf`	Superpixel-Based Interactive Classification of Very High Resolution Images. SIBGRAPI John E. Vargas, Priscila T. M. Saito, Alexandre X. Falcão, Pedro Jussieu de Rezende, Jefersson Alex dos Santos
2014	—	`conf`	Unsupervised Hyperspectral Band Selection Based on Spectral Rhythm Analysis. SIBGRAPI Lilian Chaves Brandao dos Santos, Silvio Jamil Ferzoli Guimarães, Arnaldo de Albuquerque Araújo, Jefersson Alex dos Santos
2013	—	`—`	Classificação semi-automática de imagens de sensorimento remoto. Jefersson Alex dos Santos
2013	—	`conf`	Classifier Selection Based on the Correlation of Diversity Measures: When Fewer Is More. SIBGRAPI Fábio Augusto Faria, Jefersson Alex dos Santos, Sudeep Sarkar, Anderson Rocha, Ricardo da Silva Torres
2013	C	`conf`	Ensemble of classifiers for remote sensed hyperspectral land cover analysis: An approach based on Linear Programming and Weighted Linear Combination. IGARSS Sandro Luiz Jailson Lopes Tinôco, Haroldo Gambini Santos, David Menotti, Andrey Bicalho Santos, Jefersson Alex dos Santos
2013	J	`jnl`	Interactive Multiscale Classification of High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Jefersson Alex dos Santos, Philippe-Henri Gosselin, Sylvie Philipp-Foliguet, Ricardo da Silva Torres, Alexandre Xavier Falcão
2013	B	`conf`	Plant Species Identification with Phenological Visual Rhythms. e-Science Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
2013	—	`conf`	Remote Sensing Image Segmentation and Representation through Multiscale Analysis. SIBGRAPI Tutorials Jefersson Alex dos Santos, Ricardo da Silva Torres
2013	C	`conf`	Remote sensing image representation based on hierarchical histogram propagation. IGARSS Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Alexandre X. Falcão
2013	C	`conf`	Shape-based time series analysis for remote phenology studies. IGARSS Ricardo da Silva Torres, Makoto Hasegawa, Salvatore Tabbone, Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato
2013	B	`conf`	Visual rhythm-based time series analysis for phenology studies. ICIP Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Leonor Patricia C. Morellato, Ricardo da Silva Torres
2012	—	`conf`	Automatic Classifier Fusion for Produce Recognition. SIBGRAPI Fábio Augusto Faria, Jefersson Alex dos Santos, Anderson Rocha, Ricardo da Silva Torres
2012	C	`conf`	Automatic fusion of region-based classifiers for coffee crop recognition. IGARSS Fábio Augusto Faria, Jefersson Alex dos Santos, Ricardo da Silva Torres, Anderson Rocha, Alexandre X. Falcão
2012	C	`conf`	Hyperspectral band selection through Optimum-Path Forest and evolutionary-based algorithms. IGARSS Rodrigo Nakamura, João Paulo Papa, Leila M. G. Fonseca, Jefersson Alex dos Santos, Ricardo da Silva Torres
2012	J	`jnl`	Incorporating multiple distance spaces in optimum-path forest classification to improve feedback-based learning. Comput. Vis. Image Underst. André Tavares da Silva, Jefersson Alex dos Santos, Alexandre X. Falcão, Ricardo da Silva Torres, Léo Pini Magalhães
2012	J	`jnl`	Multiscale Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Jefersson Alex dos Santos, Philippe Henri Gosselin, Sylvie Philipp-Foliguet, Ricardo da Silva Torres, Alexandre X. Falcão
2012	—	`conf`	Remote phenology: Applying machine learning to detect phenological patterns in a cerrado savanna. eScience Jurandy Almeida, Jefersson Alex dos Santos, Bruna Alberton, Ricardo da Silva Torres, Leonor Patricia C. Morellato
2012	—	`conf`	Sinimbu - Multimodal Queries to Support Biodiversity Studies. ICCSA (1) Gabriel de S. Fedel, Claudia Bauzer Medeiros, Jefersson Alex dos Santos
2011	—	`conf`	Interactive Classification of Remote Sensing Images by Using Optimum-Path Forest and Genetic Programming. CAIP (2) Jefersson Alex dos Santos, André Tavares da Silva, Ricardo da Silva Torres, Alexandre X. Falcão, Léo Pini Magalhães, Rubens A. C. Lamparelli
2010	C	`conf`	A Genetic Programming approach for coffee crop recognition. IGARSS Jefersson Alex dos Santos, Fábio Augusto Faria, Rodrigo Tripodi Calumby, Ricardo da Silva Torres, Rubens A. C. Lamparelli
2010	—	`conf`	Annotating data to support decision-making: a case study. GIR Carla Geovana N. Macário, Jefersson Alex dos Santos, Claudia Bauzer Medeiros, Ricardo da Silva Torres
2010	—	`conf`	Evaluating the Potential of Texture and Color Descriptors for Remote Sensing Image Retrieval and Classification. VISAPP (2) Jefersson Alex dos Santos, Otávio Augusto Bizetto Penatti, Ricardo da Silva Torres
2008	—	`conf`	A Genetic Programming Approach for Relevance Feedback in Region-Based Image Retrieval Systems. SIBGRAPI Jefersson Alex dos Santos, Cristiano D. Ferreira, Ricardo da Silva Torres